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patchy631--ai-engineering-hub/rag-with-dockling/README.md
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2026-07-13 12:37:47 +08:00

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# RAG over excel sheets
This project leverages LlamaIndex and IBM's Docling for RAG over excel sheets. You can also use it for ppts and other complex docs,
## Installation and setup
**Install Dependencies**:
Ensure you have Python 3.11 or later installed.
```bash
pip install -q --progress-bar off --no-warn-conflicts llama-index-core llama-index-readers-docling llama-index-node-parser-docling llama-index-embeddings-huggingface llama-index-llms-huggingface-api llama-index-readers-file python-dotenv llama-index-llms-ollama
```
Download the Qwen3 LLM locally
```bash
ollama pull qwen3
```
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## Contribution
Contributions are welcome! Please fork the repository and submit a pull request with your improvements.